Introduction to AI Applications

Undergraduate

The capability and scale of modern AI applications is now something that we have to reckon with constantly. This class invites you to set aside dedicated time to focus on the study of the technology behind the news. We develop theoretical intuition and practical skills side by side. The central practice for this class is to use AI coding agents to study the subject of AI, which serves as a template for continued learning in this new age. We work through machine learning fundamentals and deep learning neural networks, language models and GenAI, extending to agentic AI and real-word use. Workshops and homework assignments introduce critical thinking frameworks for working with AI as a learning tutor and thinking partner, and for building AI applications. The class is designed for students who have at least introductory STEM background in either coding or math, as well as solid communication skills and the self-drive for craftsmanship. Prerequisite: one semester equivalent of coding or math. QR TTh 11:35am-12:50pm